DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Hydrology Outweighs Temperature in Driving Production and Export of Dissolved Carbon in a Snowy Mountain Catchment

Journal Article · · Water Resources Research
ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [1]; ORCiD logo [2]; ORCiD logo [3]; ORCiD logo [4]; ORCiD logo [5]; ORCiD logo [6]; ORCiD logo [6]; ORCiD logo [7]; ORCiD logo [1]
  1. Department of Civil and Environmental Engineering The Pennsylvania State University University Park PA USA
  2. College of Earth Ocean and Atmospheric Sciences Oregon State University Corvallis OR USA
  3. Lawrence Berkeley National Laboratory Berkeley CA USA, Rocky Mountain Biological Laboratory Gothic CO USA
  4. Desert Research Institute Reno NV USA
  5. Department of Geography Institute of Arctic and Alpine Research University of Colorado Boulder CO USA
  6. Lawrence Berkeley National Laboratory Berkeley CA USA
  7. Department of Geology University of Vermont Burlington VT USA

Abstract Terrestrial production and export of dissolved organic and inorganic carbon (DOC and DIC) to streams depends on water flow and biogeochemical processes in and beneath soils. Yet, understanding of these processes in a rapidly changing climate is limited. Using the watershed‐scale reactive‐transport model BioRT‐HBV and stream data from a snow‐dominated catchment in the Rockies, we show deeper groundwater flow averaged about 20% of annual discharge, rising to ∼35% in drier years. DOC and DIC production and export peaked during snowmelt and wet years, driven more by hydrology than temperature. DOC was primarily produced in shallow soils (1.94 ± 1.45 gC/m 2 /year), stored via sorption, and flushed out during snowmelt. Some DOC was recharged to and further consumed in the deeper subsurface via respiration (−0.27 ± 0.02 gC/m 2 /year), therefore reducing concentrations in deeper groundwater and stream DOC concentrations at low discharge. Consequently, DOC was primarily exported from the shallow zone (1.62 ± 0.96 gC/m 2 /year, compared to 0.12 ± 0.02 gC/m 2 /year from the deeper zone). DIC was produced in both zones but at higher rates in shallow soils (1.34 ± 1.00 gC/m 2 /year) than in the deep subsurface (0.36 ± 0.02 gC/m 2 /year). Deep respiration elevated DIC concentrations in the deep zone and stream DIC concentrations at low discharge. In other words, deep respiration is responsible for the commonly‐observed increasing DOC concentrations (flushing) and decreasing DIC concentrations (dilution) with increasing discharge.  DIC export from the shallow zone was ~66% of annual export but can drop to ∼53% in drier years. Numerical experiments suggest lower carbon production and export in a warmer, drier future, and a higher proportion from deeper flow and respiration processes. These results underscore the often‐overlooked but growing importance of deeper processes in a warming climate.

Sponsoring Organization:
USDOE
Grant/Contract Number:
SC0020146
OSTI ID:
2407137
Journal Information:
Water Resources Research, Journal Name: Water Resources Research Journal Issue: 7 Vol. 60; ISSN 0043-1397
Publisher:
American Geophysical Union (AGU)Copyright Statement
Country of Publication:
United States
Language:
English

References (109)

Intra-annual variability of organic carbon concentrations in running waters: Drivers along a climatic gradient: Intra-annual variability of stream DOC journal April 2014
The value of multiple data set calibration versus model complexity for improving the performance of hydrological models in mountain catchments journal April 2015
Sensitivity of stream dissolved organic carbon to temperature and discharge: Implications of future climates: DOC SENSITIVITY TO TEMPERATURE AND DISCHARGE journal January 2016
Dissolved organic matter transport reflects hillslope to stream connectivity during snowmelt in a montane catchment: DOM TRANSPORT DURING SNOWMELT journal June 2016
Global-scale regionalization of hydrologic model parameters: GLOBAL-SCALE REGIONALIZATION journal May 2016
A review of CO 2 and associated carbon dynamics in headwater streams: A global perspective : Carbon Dioxide in Headwater Streams journal June 2017
Bedrock geology controls on catchment storage, mixing, and release: A comparative analysis of 16 nested catchments journal March 2017
Factors controlling seasonal groundwater and solute flux from snow-dominated basins journal June 2018
The Colorado East River Community Observatory Data Collection journal June 2021
On the hydrological difference between catchments above and below the intermittent‐persistent snow transition journal November 2021
Unravelling groundwater contributions to evapotranspiration and constraining water fluxes in a high‐elevation catchment journal January 2022
Spatially distributed tracer‐aided modelling to explore DOC dynamics, hot spots and hot moments in a tropical mountain catchment journal October 2023
Solute export patterns across the contiguous USA journal June 2024
Carbon isotope fractionation of dissolved inorganic carbon (DIC) due to outgassing of carbon dioxide from a headwater stream journal July 2008
Catchment-scale estimates of flow path partitioning and water storage based on transit time and runoff modelling: CATCHMENT-SCALE ESTIMATES OF FLOW PATH PARTITIONING AND WATER STORAGE journal November 2011
Hydrological pulses and burning of dissolved organic carbon by stream respiration: Hydrological pulses and stream respiration journal October 2018
Beyond respiration: Controls on lateral carbon fluxes across the terrestrial-aquatic interface: Controls on lateral carbon fluxes journal February 2018
Stream Ecology: Structure and function of running waters book January 1995
Dissolved Organic Carbon in Terrestrial Ecosystems: Synthesis and a Model journal January 2001
Event controlled DOC export from forested watersheds journal March 2010
Deep soil organic matter—a key but poorly understood component of terrestrial C cycle journal May 2010
Catchment controls on solute export journal December 2015
Soil water availability strongly modulates soil CO2 efflux in different Mediterranean ecosystems: Model calibration using the Bayesian approach journal October 2012
Comparing ecosystem and soil respiration: Review and key challenges of tower-based and soil measurements journal February 2018
Mechanisms for chemostatic behavior in catchments: Implications for CO2 consumption by mineral weathering journal January 2010
Biological and geochemical controls on diel dissolved inorganic carbon cycling in a low-order agricultural stream: Implications for reach scales and beyond journal December 2010
How landscape heterogeneity governs stream water concentration-discharge behavior in carbonate terrains (Konza Prairie, USA) journal December 2018
Fluvial carbon fluxes in tropical rivers journal May 2012
Using multi-tracer inference to move beyond single-catchment ecohydrology journal September 2016
Expanding the role of reactive transport models in critical zone processes journal February 2017
Regional scale estimates of baseflow and factors influencing baseflow in the Upper Colorado River Basin journal September 2015
Deep root activity overprints weathering of petrogenic organic carbon in shale journal April 2023
The mineral dissolution rate conundrum: Insights from reactive transport modeling of U isotopes and pore fluid chemistry in marine sediments journal January 2006
Coupled mobilization of dissolved organic matter and metals (Cu and Zn) in soil columns journal July 2007
Aerobic respiration controls on shale weathering journal January 2023
Weathering of rock to regolith: The activity of deep roots in bedrock fractures journal August 2017
Testing nutrient flushing hypotheses at the hillslope scale: A virtual experiment approach journal March 2006
Spatio-temporal soil moisture patterns – A meta-analysis using plot to catchment scale data journal January 2015
Streamflow partitioning and transit time distribution in snow-dominated basins as a function of climate journal March 2019
Flux and source of dissolved inorganic carbon in a headwater stream in a subtropical plantation catchment journal September 2021
Ten strategies towards successful calibration of environmental models journal May 2023
Disinfection by-products (DBPs) in drinking water and predictive models for their occurrence: a review journal April 2004
Drivers of dissolved organic carbon export in a subarctic catchment: Importance of microbial decomposition, sorption-desorption, peatland and lateral flow journal May 2018
Predicting algal blooms: Are we overlooking groundwater? journal May 2021
Effects of diffuse groundwater discharge, internal metabolism and carbonate buffering on headwater stream CO2 evasion journal July 2021
Microbial assemblies associated with temperature sensitivity of soil respiration along an altitudinal gradient journal May 2022
The temperature dependence of organic-matter decomposition—still a topic of debate journal September 2006
Spatial patterns in dissolved organic matter composition controlled by watershed characteristics in a coastal river network: The Neuse River Basin, USA journal February 2020
Disinfection byproducts formed during drinking water treatment reveal an export control point for dissolved organic matter in a subalpine headwater stream journal May 2022
The Shallow and Deep Hypothesis: Subsurface Vertical Chemical Contrasts Shape Nitrate Export Patterns from Different Land Uses journal August 2020
High Dissolved Carbon Concentration in Arid Rocky Mountain Streams journal March 2023
Climate Warming-Driven Changes in the Molecular Composition of Soil Dissolved Organic Matter Across Depth: A Case Study on the Tibetan Plateau journal October 2023
Riverine Export of Aged Carbon Driven by Flow Path Depth and Residence Time journal January 2018
Sources and flowpaths of dissolved organic carbon during storms in two forested watersheds of the Precambrian Shield journal May 1998
Separating root and soil microbial contributions to soil respiration: A review of methods and observations journal January 2000
Hydrologic and topographic controls on storm-event exports of dissolved organic carbon (DOC) and nitrate across catchment scales: HYDROLOGIC AND TOPOGRAPHIC CONTROLS ON DOC journal March 2006
Mountain hydrology of the western United States: MOUNTAIN HYDROLOGY OF THE WESTERN US journal August 2006
Storm pulses of dissolved CO2 in a forested headwater Amazonian stream explored using hydrograph separation journal November 2007
Catchments as simple dynamical systems: Catchment characterization, rainfall-runoff modeling, and doing hydrology backward: CATCHMENTS AS SIMPLE DYNAMICAL SYSTEMS journal February 2009
Hydrologic connectivity between landscapes and streams: Transferring reach- and plot-scale understanding to the catchment scale: CONNECTIVITY BETWEEN LANDSCAPES AND STREAMS journal April 2009
Excluded-volume expansion of Archie's law for gas and solute diffusivities and electrical and thermal conductivities in variably saturated porous media: EXCLUDED-VOLUME EXPANSION OF ARCHIE'S LAW journal June 2010
Pursuing the method of multiple working hypotheses for hydrological modeling: HYPOTHESIS TESTING IN HYDROLOGY journal September 2011
Generality of Hydrologic Transport Limitation of Watershed Organic Carbon Flux Across Ecoregions of the United States journal November 2018
Deep Unsaturated Zone Contributions to Carbon Cycling in Semiarid Environments journal September 2018
On the Causes of Declining Colorado River Streamflows journal September 2018
Distinct Source Water Chemistry Shapes Contrasting Concentration‐Discharge Patterns journal May 2019
Spatial Predictions and Associated Uncertainty of Annual Soil Respiration at the Global Scale journal December 2019
The Importance of Interflow to Groundwater Recharge in a Snowmelt‐Dominated Headwater Basin journal June 2019
Groundwater Dependent Ecosystems in Arid Zones Can Use Ancient Subterranean Carbon as an Energy Source in the Local Food Web journal April 2019
Depth of Solute Generation Is a Dominant Control on Concentration‐Discharge Relations journal August 2020
Modulation of Riverine Concentration‐Discharge Relationships by Changes in the Shape of the Water Transit Time Distribution journal January 2021
Efficiency of the Summer Monsoon in Generating Streamflow Within a Snow‐Dominated Headwater Basin of the Colorado River journal December 2020
Five Decades of Observed Daily Precipitation Reveal Longer and More Variable Drought Events Across Much of the Western United States journal April 2021
Carbon Dioxide Production in Bedrock Beneath Soils Substantially Contributes to Forest Carbon Cycling journal December 2020
Vertical Connectivity Regulates Water Transit Time and Chemical Weathering at the Hillslope Scale journal August 2021
Climate Controls on River Chemistry journal June 2022
Global Controls on DOC Reaction Versus Export in Watersheds: A Damköhler Number Analysis journal April 2022
Streams as Mirrors: Reading Subsurface Water Chemistry From Stream Chemistry journal January 2022
Catchment Dissolved Organic Carbon Transport: A Modeling Approach Combining Water Travel Times and Reactivity Continuum journal July 2022
Soil CO2 Controls Short‐Term Variation but Climate Regulates Long‐Term Mean of Riverine Inorganic Carbon journal August 2022
Modeling Snow Dynamics and Stable Water Isotopes Across Mountain Landscapes journal October 2022
Variability of Snow and Rainfall Partitioning Into Evapotranspiration and Summer Runoff Across Nine Mountainous Catchments journal July 2022
Understanding the Hydrogeochemical Response of a Mountainous Watershed Using Integrated Surface‐Subsurface Flow and Reactive Transport Modeling journal August 2022
From Soils to Streams: Connecting Terrestrial Carbon Transformation, Chemical Weathering, and Solute Export Across Hydrological Regimes journal July 2022
Illuminating the “Invisible”: Substantial Deep Respiration and Lateral Export of Dissolved Carbon From Beneath Soil journal June 2024
Leveraging Groundwater Dynamics to Improve Predictions of Summer Low‐Flow Discharges journal August 2023
Amplified Production and Export of Dissolved Inorganic Carbon During Hot and Wet Subtropical Monsoon journal January 2024
Toward improved calibration of hydrologic models: Multiple and noncommensurable measures of information journal April 1998
Temperature sensitivity of soil carbon decomposition and feedbacks to climate change journal March 2006
Global carbon dioxide emissions from inland waters journal November 2013
Elevation-dependent warming in mountain regions of the world journal April 2015
Sources of and processes controlling CO2 emissions change with the size of streams and rivers journal August 2015
Importance of Oceanian small mountainous rivers (SMRs) in global land-to-ocean output of lignin and modern biospheric carbon journal November 2015
Climate change and the aridification of North America journal May 2020
COSORE: A community database for continuous soil respiration and other soil‐atmosphere greenhouse gas flux data journal October 2020
Temperature and soil organic matter decomposition rates - synthesis of current knowledge and a way forward journal August 2011
Colorado River flow dwindles as warming-driven loss of reflective snow energizes evaporation journal February 2020
The Growth of Bacterial Cultures journal October 1949
The Molecular Composition of Dissolved Organic Matter in Forest Soils as a Function of pH and Temperature journal March 2015
Dissolved Inorganic Carbon and Dissolved Organic Carbon Data for the East River Watershed, Colorado (2015-2023)
  • Dong, Wenming; Beutler, Curtis; Brown, Wendy
  • Environmental System Science Data Infrastructure for a Virtual Ecosystem; Watershed Function SFA https://doi.org/10.15485/1660459
dataset January 2024
Gap-filled meteorological data (2011-2020) and modeled potential evapotranspiration data from the KCOMTCRE2 WeatherUnderground weather station, from the East River Watershed, Colorado
  • Newcomer, Michelle; Rogers, David Brian
  • Environmental System Science Data Infrastructure for a Virtual Ecosystem; Watershed Function SFA https://doi.org/10.15485/1734790
dataset January 2020
The East River, Colorado, Watershed: A Mountainous Community Testbed for Improving Predictive Understanding of Multiscale Hydrological–Biogeochemical Dynamics journal January 2018
Watershed Reactive Transport journal September 2019
BioRT-HBV 1.0: a Biogeochemical Reactive Transport Model at the Watershed Scale posted_content January 2024
On the Temperature Dependence of Soil Respiration journal June 1994
Drivers of Dissolved Organic Carbon Mobilization From Forested Headwater Catchments: A Multi Scaled Approach journal July 2021
BioRT-Flux-PIHM v1.0: a biogeochemical reactive transport model at the watershed scale journal January 2022
Li-Reactive-Water-Group/BioRT-HBV: V-1.0 BioRT-HBV software February 2024
Model_Input_Files_and_Simulation_Output dataset January 2023